Main Track
A Safe Topological Waypoints Searching-based Conservative Adaptive Motion Planner in Unknown Cluttered Environment Xu, Jiachi (College of Computer, National University of Defense Technology, Changsha 410073, China); Tan, Jiefu (College of Computer, National University of Defense Technology, Changsha 410073, China); Xue, Chao (Artificial Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT), Beijing 100166, China); su, yaqianwen (Artificial Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT), Beijing 100166, China); He, Xionghui (College of Computer, National University of Defense Technology, Changsha 410073, China); Zhang, Yongjun (Artificial Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT) Beijing 100166, China)
A Stepwise Path Selection Scheme Based on Multiple QoS Parameters Evaluation in SDN liu, lin (Inner Mongolia University); Zhou, Jian-Tao (Inner Mongolia University); Xing, Hai-Feng (Inner Mongolia University of Finance and Economics); Guo, Xiao-Yong (Inner Mongolia University)
An Online Truthful Auction for IoT Data Trading with Dynamic Data Owners Feng, Zhenni (Donghua University); Chen, Junchang (Donghua University); Liu, Tong (Shanghai University)
Attention-Aware Actor for Cooperative Multi-Agent Reinforcement Learning Zhao, Chenran (National University of Defense Technology; Tianjin Artificial Intelligence Innovation Center); Shi, Dianxi (Defense Innovation Institute; China Artificial Intelligence Research Center; Tianjin Artificial Intelligence Innovation Center); Zhang, Yaowen (Defense Innovation Institute); Zhang, Yongjun (Defense Innovation Institute; Tianjin Artificial Intelligence Innovation Center); Yang, Shaowu (National University of Defense Technology; Tianjin Artificial Intelligence Innovation Center); Su, Yaqianwen (Defense Innovation Institute; Tianjin Artificial Intelligence Innovation Center)
Multi-UAV Cooperative Exploring for the Unknown Indoor Environment Based on Dynamic Target Tracking Ning, Li (College of Computer, National University of Defense Technology, Changsha 410073, China); Jiefu, Tan (College of Computer, National University of Defense Technology, Changsha 410073, China); Yunlong, Wu (Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT) Beijing 100166, China); Jiachi, Xu (College of Computer, National University of Defense Technology, Changsha 410073, China); Huan, Wang (College of Computer, National University of Defense Technology, Changsha 410073, China); Wendi, Wu (College of Computer, National University of Defense Technology, Changsha 410073, China)
Crowdturfing Detection in Online Review System: A Graph-based Modeling Feng, Qilong (Central South University); Zhang, Yue (Central South University); Kuang, Li (Central South University)
D2D-Based Multi-Relay-Assisted Computation Offloading in Edge Computing Network Zhao, Xuan (Nanjing University); Zhang, Song (Nanjing University); Liu, Bowen (Nanjing University); Jiang, Xutong (Nanjing University); Dou, Wanchun (Nanjing University, China)
Data-driven Influential Nodes Identification in Dynamic Social Networks Pan, Li (Shanghai Jiao Tong University); Qian, Ye (Shanghai Jiao Tong University)
DCNMF: Dynamic Community Discovery with Improved Convex-NMF in Temporal Networks Yuan, Limengzi (Shihezi University); Zheng, Yuchen (Shihezi University); Ke, Yuxian (Shihezi University); Xie, Yujian (Shihezi University); Zhao, Qingzhan (Shihezi University)
Delay-sensitive Slicing Resources Scheduling based on Multi-MEC Collaboration in IoV Liang, Yan (Beijing Information Science and Technology University); Chen, Xin (Beijing Information Science and Technology University); Ma, Shengcheng (Beihang University); Jiao, Libo (Beijing Information Science and Technology University)
Dynamic Traffic Network Based Multi-modal Travel Mode Fusion Recommendation jia, nannan (Beijing university of Technology); chang, mengmeng (Beijing University of Technology); ding, zhiming (Institute of Software, Chinese Academy of Sciences); liu, zuihao (Beijing University of Technology); yang, bowen (Beijing University of Technology); yuan, lei (Beijing University of Technology); li, lutong (Beijing University of Technology)
Exploiting Heterogeneous Information for IoT Device Identification using Graph Convolutional Network yang, jisong (Institute of Information Engineering, Chinese Academy of Sciences); Sang, Yafei (Institute of Information Engineering, Chinese Academy of Sciences); zhang, yongzhang (Institute of Information Engineering, Chinese Academy of Sciences); Chang, Peng (IIE,CAS)
Geographic and Temporal Deep Learning Method for Traffc Flow Prediction in Highway Network zhang, tianpu (North China University of Technology); Weilong, Ding (North China University of Technology); Mengda, Xing (North China University of Technology); Jun, Chen (Norh China University of Technology)
How are You Affected? A Structural GraphNeural Network Model Predicting IndividualSocial Influence Status Pan, Li (Shanghai Jiao Tong University); Du, Jiajie (Shanghai Jiao Tong University)
Improving Personalized Project Recommendation on GitHub Based on Deep Matrix Factorization Yang, Huan (Chongqing University); Sun, Song (Chongqing University); Wen, Junhao (Chongqing University); Cai, Haini (Chongqing University); Muhammad, Mateen (Air University)
Improving Recommender System via Personalized Reconstruction of Reviews Huang, Zunfu (Tianjin University, Tianjin, Chinaï¼›State Key Laboratory of Communication Content Cognition); Wang, bo (College of Intelligence and Computing, Tianjin University, Tianjin, Chinaï¼›State Key Laboratory of Communication Content Cognition); Jiang, Qinxue (Newcastle University, Newcastle, UK)
Joint Location-Value Privacy Protection for Spatiotemporal Data Collection via Mobile Crowdsensing Liu, Tong (Shanghai University); Li, Dan (Shanghai University); Cao, Chenhong (Shanghai University); gao, honghao (shanghai university); Li, Chengfan (Shanghai University); Feng, Zhenni (Donghua University)
Loopster++: Termination Analysis for Multi-Path Linear Loop Jin, Hui (College of Intelligence and Computing, Tianjin University, Tianjin, China); Ge, Weimin (College of Intelligence and Computing, Tianjin University, Tianjin, China); Zhang, Yao (College of Intelligence and Computing, Tianjin University, Tianjin, China); Li, Xiaohong (College of Intelligence and Computing, Tianjin University, Tianjin, China); Deng, Zhidong (State Grid Customer Service Center, Tianjin, China)
Low-Cost LiDAR-based Vehicle Detection for Self-Driving Container Trucks at Seaport Zhang, Changjie (Beihang University); ouyang, zhenchao (buaa); Ren, Lu (Beihang University); Liu, Yu (Beihang University)
Low-Cost LiDAR-based Vehicle Detection for Self-Driving Container Trucks at Seaport Ning, Li (College of Computer, National University of Defense Technology, China); Jiefu, Tan (College of Computer, National University of Defense Technology, China); Yunlong, Wu (Intelligence Research Center (AIRC), National Innovation Institute of Defense Technology (NIIDT) China); Jiachi, Xu (College of Computer, National University of Defense Technology, China); Huan, Wang (College of Computer, National University of Defense Technology, China); Wendi, Wu (College of Computer, National University of Defense Technology, China)
Multi-Order Proximity Graph Structure Embedding Zhang, Wang (Institute of Information Engineering, Chinese Academy of Sciences); Jiang, Lei (Institute of Information Engineering, Chinese Academy of Sciences); Peng, Huailiang (Institute of Information Engineering, Chinese Academy of Sciences); Dai, Qiong (Institute of Information Engineering, Chinese Academy of Sciences); Bai, Xu (Institute of Information Engineering, Chinese Academy of Sciences)
Semi-automatic segmentation of tissue regions in digital histopathological image He, Xin (School of Big Data and Software Engineering, Chongqing University); Chen, Kairun (Chongqing Meehoo Technology Co., Ltd); Yang, Mengning (School of Big Data and Software Engineering, Chongqing University)
Topology Self-optimization for Anti-tracking Network via Nodes Distributed Computing Tian, Changbo (Institute of Information Engineering, Chinese Academy of Sciences); Zhang, Yongzheng (IIE); Yin, Tao (IIE)
T-UNet: A Novel TC-based Point Cloud Super-Resolution Model for Mechanical LiDAR Ren, Lu ; Li, Deyi (Hangzhou Innovation Institute,BeiHang University); ouyang, zhenchao (buaa); Niu, Jianwei (Beihang University); He, Wen (Chinese Academy of Military Science,Beijing)
Yet Another Traffic Black Hole: Amplifying CDN Fetching Traffic with RangeFragAmp Attacks Xu, Chi (Shanghai Jiao Tong University); Li, Juanru (Shanghai Jiao Tong University); Gu, Dawu (Shanghai Jiao Tong University); Liu, Junrong (ZhiXun Crypto Testing and Evaluation Technology Co., Ltd); Guo, Zheng (ZhiXun Crypto Testing and Evaluation Technology Co., Ltd)
A Late Track
A Collaborative Optimization-Guided Entity Extraction Scheme Peng, Qiaojuan (University of Science and Technology Beijing); Luo, Xiong (University of Science and Technology Beijing); Shen, Hailun (Ouyeel Co., Ltd); Huang, Ziyang (Ouyeel Co., Ltd); Chen, Maojian (University of Science and Technology Beijing)
An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction Yang, Xingguang (East China University of Science and Technology); Yu, Huiqun (East China University of Science and Technology); Fan, Guisheng (East China University of Science and Technology); Huang, Zijie (East China University of Science and Technology); Yang, Kang (East China University of Science and Technology); Zhou, Ziyi (East China University of Science and Technoledge)
PATR: A Novel Poisoning Attack Based on Triangle Relations Against Deep Learning Based Recommender Systems Chao, Meiling (Chongqing University); Gao, Min (Chongqing University); Zhang, Junwei (Chongqing University); Wang, Zongwei (Chongqing University); Li, Hao (Chongqing University)
A Novel Approach to Taxi-GPS-Trace-Aware Bus Network Planning Xia, Yunni (Chongqing University)
An OO-Based Approach of Computing Offloading and Resource Allocation for Large-Scale Mobile Edge Computing Systems Tan, Yufu (China University of Petroleum,Beijing); Ali, Sikandar (China University of Petroleum, Beijing); Wang, Haotian (China University of Petroleum,Beijing); Huang, Jiwei (China University of Petroleum – Beijing)
Full Paper Last Moment
PSG: Local Privacy Preserving Synthetic Social Graph Generation Huang, Hongyu (Chongqing University); Yang, Yao (Chongqing University); Li, Yantao (Chongqing University)
Multi-Truth Discovery with Correlations of Candidates in Crowdsourcing Systems Huang, Hongyu (Chongqing University); Fan, Guijun (Chongqing University); Li, Yantao (Chongqing University); Mu, Nankun (Chongqing University)
Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering Chen, Yige (Institute of Information Engineering, Chinese Academy of Sciences); Zang, Tianning (Institute of Information Engineering, Chinese Academy of Sciences); Zhang, Yongzheng (Institute of Information Engineering, Chinese Academy of Sciences); Zhou, Yuan (CNCERT/CC); Yang, Peng (CNCERT/CC); Wang, Yipeng (Beijing University of Technology)
Mobile Encrypted Traffic Classification Based on Message Type Inference Chen, Yige (Institute of Information Engineering, Chinese Academy of Sciences); Zang, Tianning (Institute of Information Engineering，Chinese Academy of Sciences); Zhang, Yongzheng (Institute of Information Engineering, Chinese Academy of Sciences); Zhou, Yuan (CNCERT/CC); Yang, Peng (CNCERT/CC)
A pervasive multi-physiological signal-based emotion classification with shapelet transformation and decision fusion Zhang, Shichao (Shandong Normal University); Zheng, Xiangwei (Shandong Normal University); Zhang, Mingzhe (Shandong Normal University); Guo, Gengyuan (Shandong Normal University); Ji, Cun (Shandong Normal University)
Internet of Things Track
An Intelligent SDN DDoS Detection Framework Zhang, Xiang (University of Electronic Science & Technology of China); Zhang, Chaokui (University of Electronic Science & Technology of China); Zhong, Zhenyang (University of Electronic Science & Technology of China); Ye, Peng (University of Electronic Science & Technology of China)
Underwater information sensing method based on improved dual-coupled Duffing oscillator under Levy noise background Zhang, Hanwen (University of Electronic Science and Technology of China); Qin, Zhen (University of Electronic Science and Technology of China); Chen, Dajiang (University of Electronic Science and Technology of China)
Round 2
Human Motion Recognition based on Wi-Fi Imaging Lin, Liangliang (Xi’an Jiaotong University); Zhao, Kun (Xi’an Jiaotong University); Ma, Xiaoyu (Xi’an Jiaotong University); Xi, Wei (Xi’an Jiaotong University); Yang, Chen (Xi’an Jiaotong University); He, Hui (Xi’an Jiaotong University); Zhao, Jizhong (Xi’an Jiaotong University)
Unpaired Learning Roadway-Level Traffic Paths from Trajectories Jia, Weixing (North China University of Technology); Wang, Guiling (North China University of Technology); Yang, Xuankai (North China University of Technology); Zhang, Fengquan (North China University of Technology)
A Hashgraph-Based Knowledge Sharing Approach forMobile Robot Swarm Shu, Xiao (National University of Defense Technology); Ding, Bo (National University of Defense Technology); Luo, Jie (National University of Defense Technology)
Hybrid Semantic Conflict Prevention in Real-Time Collaborative Programming Xu, Wenhua (Tongji University); Zhang, Yiteng (Tongji University); Chiu, Brian H.M. (Tongji University); Chen, Dong (Tongji University); Jiang, Jinfeng (Tongji University); Du, Bowen (University of Warwick); Fan, Hongfei (Tongji University)
Supporting Cross-Platform Real-Time Collaborative Programming: Architecture, Techniques, and Prototype System Ma, Yifan (Tongji University); Yang, Zichao (Tongji University); Chiu, Brian H.M. (Tongji University); Zhang, Yiteng (Tongji University); Jiang, Jinfeng (Tongji University); Du, Bowen (University of Warwick); Fan, Hongfei (Tongji University)
Backdoor Attack of Graph Neural Networks Based on Subgraph Trigger Sheng, Yu (Central South University); Chen, Rong (Central South University); Cai, Guanyu (Central South University); Kuang, Li (Central South University)
The missing POI completion based on bidirectional masked trajectory model Zeng, Jun (Chongqing University); Zhao, Yizhu (Chongqing University); Yu, Yang (Chongqing University); Gao, Min (Chongqing University); Zhou, Wei (Chongqing University)
Energy-Efficient Cooperative Offloading for Multi-AP MEC in IoT Networks Cao, Zhihui (School of Computer Science and Technology, Southwest University of Science and Technology, China); Sun, Haifeng (School of Computer Science and Technology, Southwest University of Science and Technology, China); Zhang, Ning (Department of Electrical and Computer Engineering, University of Windsor, Canada); Lv, Xiang (School of Computer Science and Technology, Southwest University of Science and Technology, China)
Multi-D3QN: A Multi-Strategy Deep Reinforcement Learning for Service Composition in Cloud Manufacturing Zeng, Jun (Chongqing University); Yao, Juan (Chongqing University); Yu, Yang (Chongqing University); Wu, Yingbo (Chongqing University)
Model-Based Evaluation and Optimization of Dependability for Edge Computing Systems Liang, Jingyu (China University of Petroleum – Beijing); Ma, Bowen (China University of Petroleum – Beijing); Ali, Sikandar (China University of Petroleum – Beijing); Huang, Jiwei (China University of Petroleum – Beijing)
Transfer knowledge between cities by Incremental Few-Shot learning Wang, Jiahao (University of Electronic Science and Technology of China); Li, Wenxiong (University of Electronic Science and Technology of China); Qi, Xiuxiu (University of Electronic Science and Technology of China); Ren, Yuheng (Construction and Climb of Xiamen)
CASE: Predict User Behaviors via Collaborative Assistant Sequence Embedding Model He, Fei (Zhejiang University City College & Zhejiang University); Jin, Canghong (Zhejiang University City College); Wu, Minghui (Zhejiang University City College)
A UniverApproCNN with Universal Approximation and Explicit Training Strategy Yang, Yin (Harbin Institute of Technology, Shenzhen); Wang, Yifeng (Harbin Institute of Technology, Shenzhen); Yang, Senqiao (Harbin Institute of Technology, Shenzhen)
Dual-Channel Graph Contextual Self-Attention Network for Session-based Recommendation Huang, Teng (East China University of Science and Technology); Yu, Huiqun (East China University of Science and Technology); Fan, Guisheng (East China University of Science and Technology)
Multi-view Representation Learning with Deep Features for Offline Signature Verification Zhao, Xingbiao (Shihezi University); Liu, Changzheng (Shihezi University); Zhang, Benzhuang (Shihezi University); Yuan, Limengzi (Shihezi University); Zheng, Yuchen (Shihezi University)
Smart Contract Vulnerability Detection Based on Dual Attention Graph Convolutional Network Fan, Yuqi (Hefei University of Technology); Shang, Siyuan (Hefei University of Technology); Ding, Xu (Hefei University of Technology)
Community Influence Maximization Based on Flexible Budget in Social Networks Xiao, Mengdi (Wuhan University of Science and Technology); Li, Peng (Wuhan University of Science and Technology); Huang, Weiyi (Wuhan University of Science and Technology); Xiao, Junlei (Wuhan University of Science and Technology); Nie, Lei (Wuhan University of Science and Technology)
A Novel Gaze-point-driven HRI Framework for Single-Person Li, Wei (Dalian University); Yi, Pengfei (Dalian University); Zhou, Dongsheng (Dalian University; Dalian University of Technology); Zhang, Qiang (Dalian University; Dalian University of Technology); Wei, Xiaopeng (Dalian University of Technology); Liu, Rui (Dalian University); Dong, Jing (Dalian University)
MS-BERT: A Multi-layer Self-distillation Approach for BERT Compression based on Earth Mover’s Distance Huang, Jiahui (Zhejiang University of Technology); Cao, Bin (Zhejiang University of Technology); Wang, Jiaxing (Zhejiang University of Technology); Fan, Jing (Zhejiang University of Technology)
A Novel and Efficient Distance Detection Based on Monocular Images for Grasp and Handover Liu, Dianwen (Dalian University); Yi, Pengfei (Dalian University); Zhou, Dongsheng (Dalian University; Dalian University of Technology); Zhang, Qiang (Dalian University; Dalian University of Technology); Wei, Xiaopeng (Dalian University of Technology); Liu, Rui (Dalian University); Dong, Jing (Dalian University)
Context-aware Graph Collaborative Recommendation without Feature Entanglement Gu, Tianyi (Southwest Petroleum University); Huang, Kaiwen (Southwest Petroleum University); Li, Ping (Southwest Petroleum University)
Fine-Grained Spatial-Temporal Representation Learning with Missing Data Completion for Traffic Flow Prediction Wang, Shiqi (Chongqing University); Gao, Min (Chongqing University); Wang, Zongwei (Chongqing University); Wang, Jia (Chongqing University); Wu, Fan (Chongqing University); Wen, Junhao (Chongqing University)
MR-FI: Mobile Application Recommendation based on Feature Importance and Bilinear Feature Interaction Peng, Mi (Hunan University of Science and Technology); Cao, Buqing (Hunan University of Science and Technology); Chen, Junjie (Hunan University of Science and Technology); Liu, Jianxun (Hunan University of Science and Technology); Hu, Rong (Hunan University of Science and Technology)
Collaborative Computing Based on Truthful Online Auction Mechanism in Internet of Things Wu, Bilian (School of Computer Science, Beijing Information Science and Technology University); Chen, Xin (School of Computer Science, Beijing Information Science and Technology University); Jiao, Libo (School of Computer Science, Beijing Information Science and Technology University)
MFF-AMD: Multivariate Feature Fusion for Android Malware Detection Xu, Guangquan (Tianjin University); Feng, Meiqi (Tianjin University); Jiao, Litao (Qingdao Huanghai University); Liu, Jian (Tianjin University); Dai, Hong-Ning (Macau University of Science and Technology); Wang, Ding (Peking University); Panaousis, Emmanouil (University of Greenwich); Zheng, Xi (Macquarie University)
SITN Workshop
Chinese named Entity Recognition Based on Dynamically Adjusting Feature Weights qing, lv (China Agricultural University); wang, miao (China Agricultural University)
Location Differential Privacy Protection in Task Allocation for Mobile Crowdsensing over Road Networks han, fang mo (ZHEJIANG NORMAL UNIVERSITY); juan, yu (ZHEJIANG NORMAL UNIVERSITY); min, han jian (ZHEJIANG NORMAL UNIVERSITY)
Workshop on Data driven fault diagnosis with collaborative computing
Failure Service Pattern Mining for Exploratory Service Composition Yuan, Yunjing (North China University of Technology); Wang, Jing (North China University of Technology); Han, Yanbo (North China University of Technology); Li, Qianwen (North China University of Technology); Chen, Gaojian (North China University of Technology); Jiao, Boyang (North China University of Technology)
Optimal Control and Reinforcement Learning for Robot: A Survey Feng, Haodong (Xi’an Jiaotong-Liverpool University); Yu, Lei (Xi’an Jiaotong-Liverpool Univeristy); Chen, Yuqing (Xi’an Jiaotong-Liverpool University)
KTOBS: An Approach of Bayesian Network Learning Based on K-tree Optimizing Ordering-Based Search Zhang, Qingwang (Huazhong Agricultural University); Liu, Sihang (Huazhong Agricultural University); Xu, Ruihong (Huazhong Agricultural University); Yang, Zemeng (Huazhong Agricultural University); Liu, Jianxiao (College of Informatics, Huazhong Agricultural University)
Recommendation Model Based on Social Homogeneity Factor and Social Influence Factor weizhi, Ying (Tianjin University of Technology); Yu, Qing (Tianjin University of Technology); Wang, Zuohua (China Everbright Bank CO.LTD)
Attention Based Spatial-Temporal Graph Convolutional Networks for RSU Communication Load Forecasting Zheng, Hang (School of Computer Science and Information Engineering, Hefei University of Technology); Ding, Xu (Institute of Industry & Equipment Technology, Hefei University of Technology); Wang, Yang (School of Computer Science and Information Engineering, Hefei University of Technology); Zhao, Chong (Engineering Quality Education Center of Undergraduate School, Hefei University of Technology)